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Paper Citation Record · LEDGER

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2509.06831.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.06831 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:05:02.221208Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b33f719-f1b7-4b26-86b0-2e46d22a6f38 · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 1

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unresolved
no resolver link, observed 2026-08-04T23:04:59.861109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:59.861109Z digest=sha256:8bf8d6d07c60e094f5cb79588ecde238b31bbfec289e96afdeef3b9fbff7d64f

Observation fd38296f-756c-4419-82db-7b1ee6a4dcb2 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2

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unresolved
no resolver link, observed 2026-08-04T23:04:59.951974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:59.951974Z digest=sha256:23dd08376135af68f1b2e4e8378db4718cdf8fa9c0c65effbdd39c6c77fa74fa

Observation 0e8c7e71-1642-49a6-bb8e-6570bcb7b171 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-04T23:05:04.595810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:00.118280Z digest=sha256:3b629be3fd7df51611a6e7d97f8c98260f112acc210d69ca77bc4d62460fe585

Observation 8acfe2cd-7d21-4a41-9ad9-61cbb151c497 · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-04T23:05:04.409041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:00.281763Z digest=sha256:83800fa121eb707ab050e16d4d5da6d3e82193ed3a3edc01f8cdc79d1608c032

Observation f601405a-8851-4351-bccd-08b4f897ec43 · outbound

This paper cites IEEE Reviews in Biomedical Engineer- ing pp.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis IEEE Reviews in Biomedical Engineer- ing pp

Reference 5

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metadata mismatch
arxiv_id, observed 2026-08-04T23:05:03.094545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:00.396168Z digest=sha256:56c9bb9c0e58285bffff1a5a6f4d5778bfe3c126db25316ae026d889dde133e2

Observation 242ce84c-ec7b-47bd-bb69-3b9bfd5b9907 · outbound

This paper cites International Journal of Computer Assisted Radiology and Surgery (May 2024).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis International Journal of Computer Assisted Radiology and Surgery (May 2024)

Reference 6

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unresolved
no resolver link, observed 2026-08-04T23:05:00.506620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.506620Z digest=sha256:b8ce5e99bc9aa4b075e973dbf59af28aedb0e0389bdf4558498439477c5676e7

Observation 4e44e674-e25c-4fec-a885-070effb24912 · outbound

This paper cites Scientific Data8, 101 (Apr 2021).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Scientific Data8, 101 (Apr 2021)

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-04T23:05:04.224484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:00.628776Z digest=sha256:6190582aae9ffbb0fe9c845390728a30664ba496bb5a2e11e3ef365f8ffcf707

Observation 2f985d3e-9099-4895-bcf4-6f11e49b96d3 · outbound

This paper cites GP-VLS: A general-purpose vision language model for surgery.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis GP-VLS: A general-purpose vision language model for surgery

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T23:05:00.713882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.713882Z digest=sha256:44255f50afe70964670d0741e18a04443fed925da37973c49f754f116f251e17

Observation 77b64c83-b1b7-4929-88e1-f93dcdeb4135 · outbound

This paper cites Annals of Surgery258(1), 1 (Jul 2013).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Annals of Surgery258(1), 1 (Jul 2013)

Reference 9

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malformed identifier
no resolver link, observed 2026-08-04T23:05:00.822215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.822215Z digest=sha256:dd9d553bc4aef6a19b608c40f4109798c971e6887ead24d7961593b57c3920de

Observation e10b909d-26d5-4330-999d-57588bceecfb · outbound

This paper cites MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T23:05:02.501261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:00.920402Z digest=sha256:f93accaec34e9e79cb162868808759003206ab7c1090af989a7c180bdeaade0b

Observation 31101f77-39f6-40c3-8bd2-4ebda0868762 · outbound

This paper cites PLOS Digital Health2(7), e0000108 (Jul 2023).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis PLOS Digital Health2(7), e0000108 (Jul 2023)

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-04T23:05:04.024324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:01.020863Z digest=sha256:157fc6c0e4a5c35c4ffb463db8e3a1be11781adaf83e58b2bab52fa99025bbc6

Observation b9d65472-cdad-4b18-9607-911df25b874f · outbound

This paper cites IEEE Transactions on Medical Imaging36(1), 86–97 (Jan 2017).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis IEEE Transactions on Medical Imaging36(1), 86–97 (Jan 2017)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T23:05:01.103090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:01.103090Z digest=sha256:c505e6ca62878eb2806a8dff78f92906916372c6e38357086f4cb7d4bb66e034

Observation 9fc77449-5444-47b3-a878-9c85775bf0e6 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis In: Advances in Neural Information Processing Systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:05:03.822495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:01.218531Z digest=sha256:07b68889e4d31b3604c6f0cc9c02f1adcc279770ff661b1f3f3b5d25982ccb61

Observation 0f2c4b92-2d7e-4e27-a6fd-8959551a6e39 · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:05:03.621560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:01.546222Z digest=sha256:9ed63c07bed9b35e610d1491bcffb5d15aa01a2116a2932b656a7d7682381568

Observation 08cf3e7e-4911-4dc3-9219-5fc1a417718e · outbound

This paper cites International Journal of Computer Assisted Radiology and Surgery19(7), 1409–1417 (Jul 2024).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis International Journal of Computer Assisted Radiology and Surgery19(7), 1409–1417 (Jul 2024)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:05:03.442906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:01.939119Z digest=sha256:410c90d0ab28b418d2044ac6b1371430fcace9de2d673c7d66a7d4a0dcad2c86

Observation 1605d19e-1e8d-43bf-bac9-e555ff934785 · outbound

This paper cites Medical Image Analysis105, 103644 (Oct 2025).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Medical Image Analysis105, 103644 (Oct 2025)

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-08-04T23:05:02.804173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:02.101034Z digest=sha256:8b1c547a97a1724b765acaa85364aa1332dce1ba3d4e82439979cfcb2daf17fb

Observation 82029652-ef9c-44c9-b009-bf0c4d02c27d · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:05:03.246475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:05:02.221208Z digest=sha256:54cff42b68a9ab85e76a8e8edafac75c8b42360a8e336824f1798e6691248008

Pith citing papers

No inbound Pith citation observations are available.